Sotabase

Career

· Mentor for PhD students and postdoctoral researchers in software engineering and security, Columbia University2020–
· Collaborator in Security Research, Fudan University2020–
· Researcher in Smart-home Security, University of Illinois at Urbana-Champaign2020–
· Researcher in Security Vetting of Smart-home Applications, Virginia Tech2020–

Publications (129)

Managing technical debt in software-reliant systems
FoSER '10 · 2010
420
cited
An Empirical Study of API Stability and Adoption in the Android Ecosystem
2013 IEEE International Conference on Software Maintenance · 2013
310
cited
A field study of refactoring challenges and benefits
SIGSOFT FSE · 2012
269
cited
Lase: Locating and applying systematic edits by learning from examples
International Conference on Software Engineering · 2013
238
cited
The Emerging Role of Data Scientists on Software Development Teams
International Conference on Software Engineering · 2016
228
cited
An Empirical Study of RefactoringChallenges and Benefits at Microsoft
IEEE Transactions on Software Engineering · 2014
221
cited
Template-based reconstruction of complex refactorings
2010 IEEE International Conference on Software Maintenance · 2010
214
cited
A graph-based approach to API usage adaptation
Conference on Object-Oriented Programming Systems, Languages, and Applications · 2010
210
cited
Discovering and representing systematic code changes
2009 IEEE 31st International Conference on Software Engineering · 2009
208
cited
Are Code Examples on an Online Q&A Forum Reliable?: A Study of API Misuse on Stack Overflow
International Conference on Software Engineering · 2018
190
cited
AURA: a hybrid approach to identify framework evolution
2010 ACM/IEEE 32nd International Conference on Software Engineering · 2010
176
cited
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
USENIX Symposium on Operating Systems Design and Implementation · 2021
164
cited
Is neuron coverage a meaningful measure for testing deep neural networks?
ESEC/SIGSOFT FSE · 2020
163
cited
An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models
Annual IEEE International Conference on Pervasive Computing and Communications · 2020
161
cited
An empirical investigation into the role of API-level refactorings during software evolution
International Conference on Software Engineering · 2011
155
cited
Ref-Finder: a refactoring reconstruction tool based on logic query templates
Fast Software Encryption Workshop · 2010
154
cited
Systematic editing: generating program transformations from an example
ACM-SIGPLAN Symposium on Programming Language Design and Implementation · 2011
154
cited
An Empirical Study of Common Challenges in Developing Deep Learning Applications
IEEE International Symposium on Software Reliability Engineering · 2019
153
cited
Automatic Inference of Structural Changes for Matching across Program Versions
International Conference on Software Engineering · 2007
153
cited
Titian: Data Provenance Support in Spark
Proceedings of the VLDB Endowment · 2015
139
cited
Sotabase